Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
1. 负责自动驾驶车辆红绿灯/交通标识视觉感知算法的设计、开发与迭代优化,保障复杂城市场景下识别精度与实时性
2. 主导红绿灯检测、分类、状态识别、跟踪及预测全链路算法研发,解决遮挡、逆光、雨天、夜间等困难场景问题
3. 基于视觉多传感器数据,开展红绿灯感知融合算法设计与落地
4. 负责感知模型的训练、评估、量化压缩与优化,适配车载嵌入式平台算力与时延要求
5. 协同系统、定位、规划控制团队,完成算法联调、问题定位与实车路测问题闭环
6. 跟踪业界前沿技术,主导算法方案选型与技术落地,持续提升感知系统稳定性与鲁棒性
1. 本科及以上学历,计算机、电子工程、自动化、机器人等相关专业,3-5年自动驾驶视觉感知算法研发经验
2. 精通红绿灯/交通目标检测、分类、跟踪算法,有城市NOA红绿灯感知落地经验优先
3. 熟练掌握PyTorch等深度学习框架,具备独立模型训练、调优与问题分析能力
4. 扎实的计算机视觉基础,熟悉传统视觉算法与深度学习目标检测算法
5. 熟悉Python编程,具备良好的工程实现、代码优化与调试能力
6. 有车载嵌入式平台模型开发经验,有地平线平台开发经验者优先
7. 具备良好的问题解决能力、团队协作能力与技术闭环意识

The Bosch Group is a leading global supplier of technology and services. It employs roughly 417,900 associates worldwide (as of December 31, 2024). According to preliminary figures, the company generated sales of 90.5 billion euros in 2024. Its operations are divided into four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology. With its business activities, the company aims to use technology to help shape universal trends such as automation, electrification, digitalization, connectivity, and an orientation to sustainability. In this context, Bosch’s broad diversification across regions and industries strengthens its innovativeness and robustness. Bosch uses its proven expertise in sensor technology, software, and services to offer customers cross-domain solutions from a single source. It also applies its expertise in connectivity and artificial intelligence in order to develop and manufacture user-friendly, sustainable products. With technology that is “Invented for life,” Bosch wants to help improve quality of life and conserve natural resources. The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. Bosch’s innovative strength is key to the company’s further development. At 136 locations across the globe, Bosch employs some 86,900 associates in research and development, of which nearly 48,000 are software engineers.
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